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You searched for: mediatype:texts AND collection:theides AND subject:"PSO"
[texts]FIR Filter Design using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach
This paper presents an alternative approach for the design of linear phase digital low pass FIR filter using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach (PSO-CFIWA). FIR filter design is a multimodal optimization problem. The conventional gradient based optimization techniques are not efficient for digital filter design. Given the filter specification to be realized, PSO algorithm generates a set of filter coefficients and tries to meet the ideal frequency ch...
Keywords: FIR Filter; PSO; GA; Optimization; Magnitude Response; Convergence; Low Pass Filter
Downloads: 149
[texts]Harmonic Minimization In Multilevel Inverters By Using PSO
Harmonic Elimination in a multilevel inverters is an optimization problem which is solved by applying particle swarm optimization (PSO) technique. The derived equation for the computation of total harmonic distortion (THD) of the output voltage of the multilevel inverter is used as the objective function in PSO algorithm. The objective function used is to reduce the THD of the multilevel inverter and obtain the corresponding switching angles with the elimination of possible lower order harmonics...
Keywords: selective harmonic elimination(SHE); particle swarm optimization(PSO); Total harmonic distortion(THD)
Downloads: 157
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